Monitor, Explain, and Optimize Your Machine Learning Models
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This is Fiddler’s AI Observability Documentation. Fiddler is a pioneer in AI Observability for responsible AI. Data Science, MLOps, and LOB teams use Fiddler to monitor, explain, analyze, and improve ML models, generative AI models, and AI applications.
The Fiddler AI Observability Platform is now available within Amazon SageMaker AI, a part of SageMaker Unified Studio. This native integration enables SageMaker customers to use Fiddler to monitor ML models privately and securely, all without leaving Amazon SageMaker AI.
Learn more about the new Amazon SageMaker AI with Fiddler native integration offering here.
Here you can find a number of helpful guides to aid with onboarding. These include:
Product Guide
How Fiddler does AI Observability and Fiddler-specific terminologies.
User Interface (UI) Tour
An introduction to the Fiddler UI with narrated walkthrough of the UI.
Client Guide
For using Fiddler client including API references and code examples.
Deployment Guide
For technical details on how to deploy Fiddler on your premises or ours.